Direct and Indirect Effects under Sample Selection and Outcome Attrition

This paper extends the evaluation of direct and indirect treatment effects, i.e., mediation analysis, to the case that outcomes are only partially observed due to sample selection or outcome attrition. We assume sequential conditional independence of the treatment and the mediator, i.e., the variabl...

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Bibliographic Details
Main Authors: Martin Huber, Anna Solovyeva
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Econometrics
Subjects:
Online Access:https://www.mdpi.com/2225-1146/8/4/44